Record, CLM, bronze and silver
CLM-414542
Received 2026-09-12T10:16:53Z, line 96,603 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | BOBBY·· | Bobby | Changed |
| Middle | L | L | Unchanged |
| Last name | CARROLL | Carroll | Changed |
| Date of birth | 1998-09-03·· | 1998-09-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-56827-60 | UHC-56827-60 | Unchanged |
| SSN | •••-••-1708 | •••-••-1708 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 8355 PALM DR | 8355 Palm Dr | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85254 | 85254 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.78
- Name key
- robert|carroll
- Address key
- 8355|palm|85254
- Canonical first
- robert
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-119138 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414539 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414541 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-414540 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024104
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Bobby Carroll, 1998-09-03, 5 records, Verified
Evidence
Matched against CLM-414541
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyaa5e1055572026-10-19 19:54:38, matching_agentidentity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
- Record linked automatically1e1726c0f72026-10-19 19:52:09, matching_agentidentity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
- Record linked automaticallyf2945c46272026-10-19 19:45:42, matching_agentidentity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
- Record linked automatically27a92324702026-10-19 19:32:31, matching_agentidentity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541